2024
DOI: 10.1609/aaai.v38i13.29414
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BBScore: A Brownian Bridge Based Metric for Assessing Text Coherence

Zhecheng Sheng,
Tianhao Zhang,
Chen Jiang
et al.

Abstract: Measuring the coherence of text is a vital aspect of evaluating the quality of written content. Recent advancements in neural coherence modeling have demonstrated their efficacy in capturing entity coreference and discourse relations, thereby enhancing coherence evaluation. However, many existing methods heavily depend on static embeddings or focus narrowly on nearby context, constraining their capacity to measure the overarching coherence of long texts. In this paper, we posit that coherent texts inherently m… Show more

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